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Use of deep neural network ensembles to identify embryonic-fetal transition markers: repression of COX7A1 in embryonic and cancer cells.
West MD, Labat I, Sternberg H, Larocca D, Nasonkin I, Chapman KB, Singh R, Makarev E, Aliper A, Kazennov A, Alekseenko A, Shuvalov N, Cheskidova E, Alekseev A, Artemov A, Putin E, Mamoshina P, Pryanichnikov N, Larocca J, Copeland K, Izumchenko E, Korzinkin M, Zhavoronkov A. West MD, et al. Oncotarget. 2017 Dec 28;9(8):7796-7811. doi: 10.18632/oncotarget.23748. eCollection 2018 Jan 30. Oncotarget. 2017. PMID: 29487692 Free PMC article.
Deep learning in omics: a survey and guideline.
Zhang Z, Zhao Y, Liao X, Shi W, Li K, Zou Q, Peng S. Zhang Z, et al. Brief Funct Genomics. 2019 Feb 14;18(1):41-57. doi: 10.1093/bfgp/ely030. Brief Funct Genomics. 2019. PMID: 30265280 Review.
Multifactorial Deep Learning Reveals Pan-Cancer Genomic Tumor Clusters with Distinct Immunogenomic Landscape and Response to Immunotherapy.
Xie F, Zhang J, Wang J, Reuben A, Xu W, Yi X, Varn FS, Ye Y, Cheng J, Yu M, Wang Y, Liu Y, Xie M, Du P, Ma K, Ma X, Zhou P, Yang S, Chen Y, Wang G, Xia X, Liao Z, Heymach JV, Wistuba II, Futreal PA, Ye K, Cheng C, Xia T. Xie F, et al. Clin Cancer Res. 2020 Jun 15;26(12):2908-2920. doi: 10.1158/1078-0432.CCR-19-1744. Epub 2020 Jan 7. Clin Cancer Res. 2020. PMID: 31911545 Free PMC article.
98 results